期刊
IEEE-ASME TRANSACTIONS ON MECHATRONICS
卷 23, 期 6, 页码 2537-2546出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TMECH.2018.2814784
关键词
Intelligent manufacturing; manufacturing cyber-physical systems (MCPS); ontology; resource reconfiguration; semantic web rule language (SWRL)
类别
资金
- National Key Research and Development [2017YFE0101000]
- Key Program of Natural Science Foundation of Guangdong Province, China [2017B030311008]
- Fundamental Research Funds for the Central Universities [x2jqD2170480]
- Major Projects for Numerical Control Machine [2015ZX04005001]
The introduction of Industry 4.0 and rapid development of manufacturing cyber-physical systems, as well as the increasing demand for multivariety, small batch, and personalized customization, pose a huge challenge to traditional manufacturing systems. In order to meet production requirements for fast iteration and realize agile and efficient manufacturing resource allocation, this paper proposes an ontology-based resource reconfiguration method from the perspective of resource utilization. First, an intelligent device ontology that describes the intelligent manufacturing resource is established using the Web Ontology Language. On this basis, the relational database is associated with the ontology of the manufacturing system, which makes the manufacturing resources be mapped to the model instances. Then, we analyze the equipment reconfiguration of the intelligent manipulator as an application case, which explains the proposed method for resource reconfiguration based on ontology, and verifies its feasibility in manufacturing. Finally, this study provides a new method for reconfigurable research of manufacturing resources.
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